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  • Supervised Learning

Supervised Learning Courses

Supervised learning courses can help you learn regression analysis, classification techniques, and model evaluation methods. You can build skills in feature selection, hyperparameter tuning, and understanding bias-variance tradeoff. Many courses introduce tools like Python libraries such as scikit-learn and TensorFlow, that support implementing algorithms and analyzing data.

Popular Supervised Learning Courses and Certifications


  • D

    Duke University

    Python, Bash and SQL Essentials for Data Engineering

    Skills you'll gain: Pandas (Python Package), Bash (Scripting Language), Version Control, Jupyter, Linux Commands, Git (Version Control System), Shell Script, Linux, Web Scraping, Linux Administration, Data Manipulation, MySQL, Microservices, AWS SageMaker, SQL, JSON, Command-Line Interface, Python Programming, Big Data, Data Science

    4.5 stars, 485 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.5 (485) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • P

    Packt

    Recon Techniques for Ethical Hacking & Bug Bounties (2026)

    Skills you'll gain: Penetration Testing, Vulnerability Scanning, Vulnerability Assessments, Cyber Security Assessment, Brute-force attacks, Exploitation techniques, Security Testing, Cybersecurity, Technical Documentation, Test Tools, Authentications, Web Servers, GitHub, Firewall, Content Strategy

    Intermediate · Course · 3 - 6 Months

    Category: New
    New
  • S

    Stanford Online

    AI in Healthcare Capstone

    Skills you'll gain: Model Deployment, Health Informatics, Model Evaluation, Clinical Data Management, Healthcare Ethics, Model Training, Responsible AI, Model Optimization, Artificial Intelligence and Machine Learning (AI/ML), Data Collection, Applied Machine Learning, Health Information Management, Health Care Procedure and Regulation, Data Ethics, Machine Learning Software, Machine Learning, Patient-centered Care, Artificial Intelligence, Fine-tuning, Performance Tuning

    4.7 stars, 328 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.7 (328) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • P

    Pearson

    Prenatal Development and Infancy

    Skills you'll gain: Childbirth, Maternal Health, Child Health, Prenatal Care, Child Development, Human Development, Infant Care, Postpartum Care, Childhood Education and Development, Sensory Systems Analysis, Mental and Behavioral Health

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • E

    EDUCBA

    Project Finance Fundamentals: Analyze & Structure Deals

    Skills you'll gain: Project Finance, Feasibility Studies, Cost Estimation, Financial Analysis, Risk Mitigation, Project Risk Management, Risk Analysis, Return On Investment, Capital Budgeting, Case Studies, Financial Acumen, Stakeholder Analysis, Finance, Commercial Lending, Corporate Finance, Loans, Cash Flows

    4.8 stars, 13 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (13) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • I

    Interplay Learning

    HVAC: Your First Step

    Skills you'll gain: Punctuality, Occupational Safety and Health Administration (OSHA), HVAC, Systems Of Measurement, Electrical Safety, Personal protective equipment, Customer experience improvement, Engineering, Scientific, and Technical Instruments, Verbal Communication Skills, User Feedback, Customer Service, Safety Standards, Test Equipment, Punch Work, Electrical Equipment, Maintenance, Repair, and Facility Services, Facility Repair And Maintenance, Professionalism, On-The-Job Training, Personal Development

    Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    University of Michigan

    Leading People and Teams Capstone

    Skills you'll gain: Interviewing Skills, Leadership, Leadership Development, Organizational Leadership, Consolidation, Professional Development, Team Building, Recruitment, Team Management, Lifelong Learning, Talent Management, Coaching

    4.8 stars, 601 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (601) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • L

    LearnKartS

    Azure DevOps Security, Compliance, and Secrets Management

    Skills you'll gain: DevSecOps, Azure DevOps, Azure DevOps Pipelines, Microsoft Azure, DevOps, Governance, Vulnerability Scanning, Security Testing, Application Security, Devops Tools, Identity and Access Management, Role-Based Access Control (RBAC), Security Controls, Compliance Management, Authorization (Computing), Dependency Analysis, Containerization, Code Reusability, GitHub, Git (Version Control System)

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • S

    SkillsBooster Academy

    AI-Powered Product Video Creation with Clueso

    Skills you'll gain: Video Editing, Prompt Engineering, Model Context Protocol, Instructional Design, Storyboarding, Post-Production, Video Production, Photo/Video Production and Technology, AI Workflows, Developing Training Materials, Product Demonstration, Motion Graphics, Generative AI, Content Creation, Product Marketing, Artificial Intelligence, Employee Training, Content Marketing, Brand Marketing, Business Communication

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • U

    University of Illinois Urbana-Champaign

    Auditing I: Conceptual Foundations of Auditing

    Skills you'll gain: Financial Auditing, Auditing, Auditors Report, External Auditing, Certified Public Accountant, Audit Planning, Public Accounting, Quality Assessment, Quality Assurance and Control, Ethical Standards And Conduct, Business Ethics, Financial Statements, Financial Reporting, Risk Analysis, Market Dynamics

    4.7 stars, 733 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.7 (733) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
    Category: Build toward a degree
    Build toward a degree
  • E

    EDUCBA

    Complete Insurance Underwriting & Risk Management

    Skills you'll gain: Claims Processing, Insurance, Underwriting, Insurance and Warranty Claims Processing, Insurance Policies, Regulatory Compliance, Risk Management, Regulatory Requirements, Law, Regulation, and Compliance, Lending and Underwriting, Compliance Management, Risk Analysis, Actuarial Science, Governance, Risk Management Framework, Financial Services, Compliance Training, Operational Risk, Risk Modeling, Business

    5 stars, 41 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 5 (41) · Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • S

    Stanford Online

    Social and Economic Networks: Models and Analysis

    Skills you'll gain: Social Network Analysis, Network Analysis, Social Sciences, Sociology, Socioeconomics, Game Theory, Behavioral Economics, Mathematical Modeling, Statistical Modeling, Bayesian Statistics, Probability

    4.8 stars, 760 reviews, Advanced, Course, 1 - 3 Months

    ★ 4.8 (760) · Advanced · Course · 1 - 3 Months

    Category: Preview
    Preview
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In summary, here are 10 of our most popular supervised learning courses

  • Python, Bash and SQL Essentials for Data Engineering: Duke University
  • Recon Techniques for Ethical Hacking & Bug Bounties (2026): Packt
  • AI in Healthcare Capstone: Stanford Online
  • Prenatal Development and Infancy: Pearson
  • Project Finance Fundamentals: Analyze & Structure Deals: EDUCBA
  • HVAC: Your First Step: Interplay Learning
  • Leading People and Teams Capstone: University of Michigan
  • Azure DevOps Security, Compliance, and Secrets Management: LearnKartS
  • AI-Powered Product Video Creation with Clueso: SkillsBooster Academy
  • Auditing I: Conceptual Foundations of Auditing: University of Illinois Urbana-Champaign

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